AI Fresh Produce Recognition Solutions

AI + Big Data empower our partners’ digital upgrade

Industry Pain Points

Pain Points in Fresh Retail

Traditional fresh-produce weighing faces long-standing challenges in efficiency, cost, management and experience.

Low weighing efficiency

High labor costs

Hard store management

Poor customer experience

AI Value

What AI Delivers

Shorter customer waiting

No training needed for staff

Clear inventory & loss tracking

Better self-service experience

Capabilities

Recognition in Diverse Environments

AI self-learning with a fully automated workflow

Recognition in Diverse Environments

Bagged items

(packaged, mesh bags, etc.)

Offline recognition

(works without a good network)

Similar categories

(grapefruit vs. navel orange)

Adaptive to lighting

(spotlights, glare, low light)

Application Fields

Application Fields

Targeted industry solutions that help partners serve customers better

Smart Retail

For supermarkets and fresh stores — weighing, checkout, analytics and operations in one flow.

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Smart Farmers Market

For farmers markets — traceability collection, public display and management capabilities.

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Case Studies

Proven Results

CZL helps enterprises achieve qualitative leaps

20%
Labor cost saved
50%
Weighing efficiency up
800
SKUs fully covered
60%
Checkout efficiency up

Fresh Supermarket Chain

Custom recognition categories covering fruits, vegetables and grains. About 3,700 weighings per store per day on average with 99.87% accuracy.

Community Smart Farmers Market

Custom categories covering fruits, vegetables, aquatic and poultry products. Middle-platform integrated with the existing ERP for effective store data management.